Der https://unfallatlas.statistikportal.de/ enthält jetzt auch die Daten von 2025. Wie immer belegen die Zahlen den Erfolg der "Vision Zero Fortschritt" der Petrolköpfe und Auto-Ideologen. Schwerverletzte leicht Rückläufig, Tote und Leichtverletzte gehen weiter rauf. Der Straßenterror bleibt …
I wish #mypy would slow down with adding new features to mypyc, and instead focused on fixing the train wreck that mypyc is right now (since 2023 at least). Like, if your code crashes hard with assertions enabled, then it's broken, period. Ignoring proper testing and shoving the issue under the carpet doesn't make it right.
#Python
Designed-Source Reductions and a Dual-Purpose Feasibility Band for Semantic Rate-Distortion
Joss Armstrong
https://arxiv.org/abs/2606.11280 https://arxiv.org/pdf/2606.11280 https://arxiv.org/html/2606.11280
arXiv:2606.11280v1 Announce Type: new
Abstract: The joint rate-distortion framework of Stavrou and Kountouris (IEEE Transactions on Communications 2023) characterises dual-fidelity tradeoffs for semantic communication on stochastic semantic sources. Many task-oriented communication systems instead use designed sources, where the semantic object is a deterministic oracle allocation $\phi^(t)$ rather than a stochastic quantity given by nature. We isolate the subclass of designed sources under smooth concave utility with assumptions A1, A2 and Euclidean allocation codomain, and restrict the encoder class to deterministic common-category mappings. Within this subclass the SK exponential-tilting decoder and generalised Blahut--Arimoto iteration specialise to conditional-mean decoding and Lloyd--Max stationarity on $\phi^(t)$. When the second fidelity is a monotone single-letter distortion, the joint problem stays inside the SK admissible class; the common-category SK rate is lower-bounded by the max of the corresponding Shannon rate-distortion functions, with equality only when the common-category reconstruction is compatible and RDF-optimal. When the second fidelity is aggregate verification, the joint problem leaves the SK single-letter class and admits a constrained-design feasibility band $R_{\min}(\varepsilon^) \leq R \leq R_{\max}(\beta^)$ of width $\log_2(K_{\max}/K_{\min})$ bits in partition cardinality. The reduction and the band are scope statements on the SK apparatus, not modifications to it. A smart-grid economic-dispatch example with a non-technical-loss-detection contrast illustrates the band.
toXiv_bot_toot
UK Homes Wet Heating Retrofits Needed for Net Zero (2023) - As of 2023 how many UK homes need wet space heat pump retrofit for Net Zero? #heating #retrofit #research -
Russian oil exports slump as Ukraine hammers ports and refineries, and Russia had to reduce its crude oil production as a consequence. Big success!
https://aje.news/3pptw5
Russian oil exports slump as Ukraine hammers ports and refineries, and Russia had to reduce its crude oil production as a consequence. Big success!
https://aje.news/3pptw5
Altijd leuk als een regionale crimi reclame voor de regio maakt... 😅😅
Tatort: Der Mann, der in den Dschungel fiel (2023) - hier anschauen
#Thiel & #Boerne
#Tatort #Münster
@cosmos4u@scicomm.xyz
